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Lieferstatus:	i.d.R. innert 7-14 Tagen versandfertig
Veröffentlichung:	April 2024
Genre:	Naturwissensch., Medizin, Technik
	Acute Events Prediction / Artificial Intelligence / Deep Learning / disaster risk modeling / Early Warning Systems / earthquake prediction / emergency communications / Flood Simulation / geospatial data / Hurricane For mehr...
ISBN:	9798369333624
EAN-Code:	9798369333624
Verlag:	IGI Global
Einband:	Gebunden
Sprache:	English
Dimensionen:	H 286 mm / B 221 mm / D 25 mm
Gewicht:	1214 gr
Seiten:	380
Bewertung:	Titel bewerten / Meinung schreiben

Inhalt:

Acute events of natural origin, spanning atmospheric, biological, geophysical, hydrologic, and oceanographic realms, persistently menace societies globally. Approximately 160 million people annually bear the brunt of these disasters, with certain regions facing disproportionate impacts. The lack of predictability intensifies the challenge, creating intercommunal capacity gaps and amplifying the dire consequences. Utilizing AI and Machine Learning for Natural Disaster Management provides instances of ML in predicting earthquakes. By leveraging seismic data, AI systems can analyze magnitude and patterns, providing invaluable insights to forecast earthquake occurrences and aftershocks. Similarly, the book unveils the potential of ML in simulating floods by recording and analyzing rainfall patterns from previous years. The predictive power extends to hurricanes, where data on wind speed, rainfall, temperature, and moisture converge to anticipate future occurrences, potentially saving millions in property damage.